Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| Shy girls >> | Mixed | Safe | User Added |
| Shutup faggot RT @black_taco_: To fumble @Thotcho: Took them a while“ | Mixed | Abusive | User Added |
| Shut yo mesquito lookin ass up poped bitch | Mixed | Abusive | User Added |
| Shut yo "new year, new me" lookin ass up bitch.  | Mixed | Abusive | User Added |
| Shut up hoe | Mixed | Abusive | User Added |
| Shut up faggot | Mixed | Hate Speech | User Added |
| Shut up bitch. I'm trying to sleep 😒 | Mixed | Abusive | User Added |
| Shut up bitch you beat off to your sister. | Mixed | Abusive | User Added |
| Shut up bitch swallow | Mixed | Abusive | User Added |
| Shut up bitch i wasn't gonna roast. | Mixed | Abusive | User Added |
| Shut up birds it's bed time. | Mixed | Safe | User Added |
| Shut the fuck up. I sent my sister a picture of a mini brownie and she was like "is that a shroom" like I wish! 😂😂😂 | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph